santiago pascual

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1. 1▶Machine Learning Basics - Xavier Giró - UPC TelecomBCN Barcelona 2020DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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2. 2▶PixelCNN, Wavenet, Normalizing Flows - Santiago Pascual - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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3. 3▶Variational Autoencoders VAE - Santiago Pascual - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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4. 4▶Generative Adversarial Networks GAN - Santiago Pascual - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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5. 5▶Lifelong / Incremental Deep Learning - Ramon Morros - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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6. 6▶Transfer Learning & Domain Adaptation - Ramon Morros - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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7. 7▶Deep Reinforcement Learning: MDP & DQN - Xavier Giro-i-Nieto - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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8. 8▶The Perceptron - Xavier Giro - UPC Barcelona 2018DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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9. 9▶Attention-based models (2/2) - Marta R. Costa Jussà (UPC DLAI D8L2 2018)DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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10. 10▶Attention-based mechanisms - Marta R. Costa Jussa (UPC IDL D4L1 2018)DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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11. 11▶PixelCNN, Wavenet & Variational Autoencoders - Santiago Pascual - UPC 2017DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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12. 12▶Unsupervised Learning - Xavier Giro-i-Nieto - UPC 2017DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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13. 13▶Multilayer Perceptron (DLAI D2L1 2017 UPC Deep Learning for Artificial Intelligence)DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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14. 14▶Deep Reinforcement Learning - Xavier Giro-i-Nieto- UPC Barcelona 2017DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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15. 15▶The Perceptron (DLAI D1L2 2017 UPC Deep Learning for Artificial Intelligence)DLAI - Deep Learning for Artificial Intelligence @ UPC BarcelonaNotes
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16. 16▶D3L5 Parametric Speech Synthesis (by Antonio Bonafonte)Deep Learning for Speech and Language 2017Notes
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17. 17▶D3L2 Speech Recognition with Deep Networks (by José A. R. Fonollosa)Deep Learning for Speech and Language 2017Notes
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18. 18▶D3L3 Speaker Identification I (by Javier Hernando)Deep Learning for Speech and Language 2017Notes
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19. 19▶D3L4 Neural Machine Translation (by Marta Ruiz Costa-jussà)Deep Learning for Speech and Language 2017Notes
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20. 20▶D3L1 Language Model (by Marta Ruiz Costa-jussà)Deep Learning for Speech and Language 2017Notes
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21. 21▶D2L6 Advanced Deep Architectures (by Xavier Giró)Deep Learning for Speech and Language 2017Notes
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22. 22▶D2L4 Word Embeddings - Word2Vec (by Antonio Bonafonte)Deep Learning for Speech and Language 2017Notes
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23. 23▶D2L5 Generative Adversarial Networks (by Santiago Pascual)Deep Learning for Speech and Language 2017Notes
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24. 24▶D2L2 Recurrent Neural Networks I (by Santiago Pascual)Deep Learning for Speech and Language 2017Notes
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25. 25▶D2L3 Recurrent Neural Networks II (by Santiago Pascual)Deep Learning for Speech and Language 2017Notes
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